GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
🌍 GlobalJournal2026#Energy TransitionDOI
Bridging the inequality deficit in Indonesia’s energy transition
Angie Bexley
This paper analyzes Indonesia's clean energy investment promotion measures (green taxonomy, green bonds, guarantee mechanisms) and argues that de-risking apparatus to attract private finance may exacerbate inequality. It examines the social…
🌍 GlobalJournal2026#Energy TransitionDOI
Industrial energy in integrated assessment models
Michele Manfroni, Louis Delannoy, Sandrine Mathy +4
This chapter critically examines industrial energy representation in integrated assessment models (IAMs), highlighting insufficient capture of energy-material nexus, embodied energy, and upstream constraints. Demand-driven, price-constraine…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
The Transition Autonomization Threshold (TAT): A Foundational Framework for Studying Self-Sustaining Decarbonization Transitions
IRAMBONA Gael
This paper introduces the Transition Autonomization Threshold (TAT) framework to explain why some decarbonization transitions become self-sustaining while others remain dependent on external policy support. It proposes the Transition Autono…
🌍 GlobalJournal2026#Energy TransitionDOI
Dynamic energy return on energy investment (EROI) of full energy systems in climate mitigation pathways
Tristan Martin, Iñigo Capellán‐Pérez, Juan Manuel Campos-Rodríguez +1
This paper proposes a novel methodology for dynamically assessing energy and material requirements of transitioning to renewable energy systems using an energy system model. Simulating scenarios up to 2060, it finds that re-materialization …
Peer-reviewed🇪🇺 EuropeJournalJournal of Industrial Ecology2026#Energy TransitionDOI
Forecast of building materials and their related environmental impacts: comparing wood-based and conventional construction pathways
Camilla Marlene Ernst Andersen, Rasmus Nøddegaard Hansen, Endrit Hoxha +1
This study compares wood-based and conventional construction pathways in Denmark from 2025 to 2050, projecting material flows and emissions using LCA of 16 case buildings. Wood-based materials significantly reduce upfront GHG emissions and …
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Selected insights from ENGIE's 2025 edition of Emerging Sustainable Technologies, combined with key results of the eLECTRO project
Engie (Belgium), Engie (France)
This factsheet by ENGIE presents key insights from their 2025 edition of Emerging Sustainable Technologies and highlights main results from the eLECTRO project, focusing on trends and demonstrations of technologies contributing to decarboni…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
Behind-the-Meter Solar at Hyperscale Data-Center Campuses: A Resource-Graded Carbon-Price Threshold Across Eleven U.S. Markets (code and data)
Dutta, Sweta
This paper provides code and data for evaluating behind-the-meter solar at hyperscale data centers across 11 U.S. markets, expressed as resource-graded carbon-price thresholds. Monte Carlo simulations and sensitivity analyses quantify how l…
Preprint🇪🇺 EuropeZenodo2026#CCUSDOI
Governance, ownership and funding of CO2 transport networks (D10.4)
Bagdonas, Martynas, Lennon, Emily, Poovalagan, Hareesh Singanallur +1
This report examines governance, ownership, and funding options for transnational CO2 transport networks essential for EU's 2050 net-zero target. It identifies a significant gap between current financing mechanisms and investment needs, rec…
Preprint🇪🇺 EuropearXiv2026#AI × ESG
Europe's Climate Ambition Under Scrutiny: Evidence from Deep Learning Emission Projections
Jacopo Ghirri, Carlos Rodriguez-Pardo, Lara Aleluia Reis +1
Using deep learning on high-resolution socioeconomic and sectoral data, this study projects EU27 CO2 trajectories to 2030 under current trends. It finds emissions will exceed the 2030 target by 35% (620 Mt shortfall), with only a minority o…
🇨🇳 ChinaDatasetScience Data Bank2026#Climate ScienceDOI
Global 2km×2km low uncertainty column-averaged dry air mixing ratio of methane dataset (2018-2025)
Jiwei Shen, Dakang Wang
A global 2km×2km methane concentration dataset (TRCH4S V1.0) derived from TROPOMI satellite data. Validated against TCCON and GOSAT, it shows high accuracy and resolves plume structures from super-emitters like oil and gas fields better tha…
Peer-reviewed🇺🇸 USAJournalFrontiers in Climate2026#Scope 3DOI
Bridging the climate-corporate gap: utilizing GWP* with GWP100 for livestock companies’ greenhouse gas inventories
Sarah C. Klopatek, Logan R. Thompson, Sara E. Place +1
This paper develops a methodology for livestock companies to dual-report GWP* and GWP100 in their GHG inventories, addressing the limitations of GWP100 for short-lived climate pollutants. The 'shadow company' technique enables GWP* calculat…
Peer-reviewed🇪🇺 EuropeJournalFrontiers in Sustainable Food Systems2026#Carbon AccountingDOI
Farm-level greenhouse gas assessment in dairy systems: a review of drivers of variability
Dima Farra, Nicolaj Ingemann Nielsen, You Chang +5
This review analyzes factors affecting comparability of farm-level GHG estimates in dairy systems. Based on 91 studies, it finds that variation stems mainly from system boundaries, functional units, allocation procedures, upstream coverage,…
Peer-reviewedCNJournalFrontiers in Marine Science2026#PolicyDOI
Navigating regulatory overlap in shipping decarbonization: coordinating the EU Maritime ETS and the IMO Net-Zero Framework
Gaoxin Guo, Peng Wang
This article analyzes regulatory overlap between the EU Maritime ETS and the IMO Net-Zero Framework in international shipping decarbonization. It identifies normative, cost, and procedural overlaps, and proposes a two-level coordination pat…
🌍 GlobalJournal2026#Energy TransitionDOI
Author response for "Decarbonization Pathways and Mitigation Potential Assessment for the Steel Sector in Southeast Asia"
Tae Yong Jung, Yoonha Lee, Hyunkyung Joo +2
This paper assesses decarbonization pathways and mitigation potential for the steel sector in Southeast Asia, addressing region-specific challenges and proposing technology and policy options for a sustainable transition.
Peer-reviewed🌍 GlobalJournalSustainability2026#Energy TransitionDOI
Optimal Decarbonization Pathways for South Africa’s 2030 Nationally Determined Contribution Targets
Oliver Ibor Inah, Prosper Zanu Sotenga, Udochukwu Bola Akuru
This study identifies optimal decarbonization pathways for South Africa's 2030 NDC target (420 MtCO2) using a Decay-LP-GA framework and Pareto analysis. It finds that front-loaded efficiency gains followed by accelerated coal phase-out achi…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Research: Energy2026#Carbon PricingDOI
Balancing decarbonisation pathways: a comparative analysis of the effects of carbon pricing strategies on the decarbonisation of the EU energy system via a linked modelling approach.
Ilaria Perissi, Davide Natalini, Enric Alcover +1
This study links a system dynamics-based integrated assessment model (pymedeas) with an agent-based electricity market model (TaxvsETS ABM) to compare carbon taxes and emissions trading under realistic EU decarbonisation pathways. Results s…
Peer-reviewedCNConference2025 IEEE 8th International Electrical and Energy Conference Cieec 20252025#HydrogenDOI
Cost Projections for Green Hydrogen Production Using Different Electrolyser Technologies in China
Cheng J.
This paper projects the cost of green hydrogen production in China across different electrolyser technologies, analyzing how technology choice and policy support affect cost reduction. It evaluates the economics of renewable-based hydrogen …
Peer-reviewedCNJournalResources Policy2024#Climate FinanceDOI
Exploring the impact of sustainable finance on carbon emissions: Policy implications and interactions with low-carbon energy transition from China
Zhang W.
This paper empirically analyzes the impact of sustainable finance on carbon emission reduction in China, examining its interaction with low-carbon energy transition. It provides policy implications for promoting green finance and decarboniz…
Peer-reviewedCNJournalClimate Policy2025#Carbon PricingDOI
Does environmental regulation promote energy market integration? Evidence from China’s carbon emission trading pilot
Qi S.
This paper empirically analyzes the impact of China's carbon emission trading pilot on energy market integration. It examines the mechanisms through which environmental regulation promotes market integration, contributing to policy evaluati…
Peer-reviewed🇪🇺 EuropeJournalInternational Journal of Environmental Research2025#Carbon PricingDOI
Do Emission Trading Systems, Green Technology, and Environmental Governance Matter for Environmental Quality? Evidence from the European Union
Radulescu M.
This paper empirically examines the impact of emissions trading systems, green technology, and environmental governance on environmental quality in EU countries. It evaluates policy effectiveness and offers insights for climate policy desig…